Developer Tools MCP Servers

GitLab

Provides a complete DevOps platform for managing version control, issue tracking, and CI/CD pipelines via the GitLab API.

Pybricks Assistant

Provides an intelligent search and retrieval system for Pybricks documentation and code examples.

DALL-E

Generates images using OpenAI's DALL-E models through an MCP interface.

Spotify Connector

Enables AI assistants to interact with Spotify's API.

Hydrogen Kit

Provides read-only development and architecture tools for Shopify Hydrogen codebases, focusing on AI agent and developer ergonomics.

Mistral OCR

Enables Optical Character Recognition (OCR) on local files by leveraging Mistral AI's document processing capabilities.

Qrkit

Enables AI assistants to generate QR codes from diverse data types for easy sharing.

NPM Dev Manager

Manages `npm run dev` processes by automating project detection, background execution, log monitoring, and port management for development environments.

AI Status Dashboard

Monitors and displays the real-time status of AI service providers like OpenAI, Anthropic, and Google Gemini.

Shogi

Bridges Shogi AI engines with HTTP API and Model Context Protocol for integration with AI agents.

GitLab

Enables interaction with a GitLab account for tasks like reviewing code, managing merge requests, and administering projects via the Model Context Protocol.

IcalPal

Integrates macOS Calendar and Reminders data, enabling AI assistants to query events, tasks, and accounts.

Grokipedia

Provides intelligent, unified access to Grokipedia's knowledge base for AI tools like Claude Desktop, VS Code, and Cursor.

Aptos

Integrates Aptos blockchain access into AI applications for managing accounts, tokens, and transactions.

Gemini Agent

Empowers LLM agents to integrate and utilize the Gemini CLI and other developer tools via a standardized JSON-RPC interface.

Clarify

Enables AI agents to ask clarification questions and receive structured user input through a human-in-the-loop interface.

Basic

Provides a simple, experimental server for integrating tools with local AI chat agents.

Claude-mcp-test

Provides a test repository environment created via claude-desktop.

Trezero

Mirrors a repository containing various tools categorized for Minecraft Protocol (MCP) servers.

Weather

Provides real-time weather data and alerts via the National Weather Service API.